Image Segmentation Algorithm Based on the AIC

DOI

10.2991/cisia-15.2015.174How to use a DOI?

Keywords

segmentation; cluster analysis; K-L information; AIC

Abstract

Clustering-based segmentation algorithm is one of the common methods in image segmentation. However, how to avoid the influence of the initialization and the singular value is a problem we have to face. For overcoming this problem, we proposed a new image segmentation technology which is based on the AIC criterion and not affected by the singular values. The simulation results show that the method has good performance on stability and accuracy.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - G.Y Chen
AU  - H.Y Xie
AU  - N.N Liu
AU  - D.Q Liang
PY  - 2015/06
DA  - 2015/06
TI  - Image Segmentation Algorithm Based on the AIC
BT  - Proceedings of the International Conference on Computer Information Systems and Industrial Applications
PB  - Atlantis Press
SP  - 639
EP  - 641
SN  - 2352-538X
UR  - https://doi.org/10.2991/cisia-15.2015.174
DO  - 10.2991/cisia-15.2015.174
ID  - Chen2015/06
ER  -